The graph represents a network of 2,430 Twitter users whose recent tweets contained "#SMMW19", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 20 March 2019 at 23:19 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 24-minute period from Monday, 11 March 2019 at 14:48 UTC to Wednesday, 20 March 2019 at 23:13 UTC.
Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".
The graph is directed.
The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Author Description
Vertices : 2430
Unique Edges : 6003
Edges With Duplicates : 10443
Total Edges : 16446
Self-Loops : 1821
Reciprocated Vertex Pair Ratio : 0.11852879944483
Reciprocated Edge Ratio : 0.211936964883981
Connected Components : 255
Single-Vertex Connected Components : 212
Maximum Vertices in a Connected Component : 2106
Maximum Edges in a Connected Component : 16033
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.294106
Graph Density : 0.00136536060327287
Modularity : 0.268765
NodeXL Version : 1.0.1.409
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[636] san,diego [568] social,media [358] media,marketing [327] marketing,world [260] next,week [215] looking,forward [205] smmw19,here [202] top,50 [193] jen,smmw19 [180] here,s Top Word Pairs in Tweet in G1:
[213] san,diego [190] social,media [183] jen,smmw19 [110] marketing,world [95] media,marketing [77] julie,smmw19 [70] next,week [66] looking,forward [46] see,soon [46] networking,plaza Top Word Pairs in Tweet in G2:
[166] top,50 [148] smmw19,here [145] social,media [137] speakers,connect [135] headed,smmw19 [135] 50,speakers [130] here,s [127] s,top [127] connect,re [103] media,marketing Top Word Pairs in Tweet in G3:
[134] san,diego [96] smechat,smmw19 [78] chrisducker,smmw19 [67] next,week [66] jessikaphillips,smmw19 [59] social,media [48] diego,smmw19 [45] looking,forward [39] t,wait [33] don,t Top Word Pairs in Tweet in G4:
[49] san,diego [41] social,media [35] media,marketing [32] marketing,world [12] diego,smmw19 [9] next,week [8] jen,smmw19 [8] convention,center [7] check,out [7] diego,convention Top Word Pairs in Tweet in G5:
[23] social,media [23] san,diego [15] winniesun,smmw19 [14] media,marketing [11] smmw19,marketing [10] top,content [10] content,marketing [10] marketing,trends [10] contentmarketing,digitalmarketing [9] marketing,world Top Word Pairs in Tweet in G6:
[61] twittersmarter,chat [38] next,week [25] live,person [18] social,media [18] person,twittersmarter [17] 3,21 [15] san,diego [14] week,smmw19 [14] guest,rebekahradice [14] live,smmw19 Top Word Pairs in Tweet in G7:
[24] duncanjwardle,smmw19 [21] san,diego [18] social,media [16] disney,way [15] looking,forward [14] media,marketing [14] marketing,world [11] theory,creativity [11] innovate,thinking [11] thinking,differently Top Word Pairs in Tweet in G8:
[39] chrisducker,smmw19 [23] justinbrownpv,smmw19 [19] san,diego [16] rayedwards,smmw19 [15] something,people [11] smmw19,smmw2019 [9] social,media [8] shooting,tips [8] people,something [8] copy,sells Top Word Pairs in Tweet in G9:
[18] influencermarketing,risky [18] risky,brandreputation [18] brandreputation,find [18] find,out [18] out,people [18] people,now [18] now,link [18] link,brexit [18] brexit,fyrefestival [17] williamstim,influencermarketing Top Word Pairs in Tweet in G10:
[9] really,good [8] many,know [8] know,oculus [8] oculus,partnering [8] partnering,invisiblepeople [8] invisiblepeople,produce [8] produce,vr [8] vr,film [8] film,homelessness [8] homelessness,right Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: